I'd say its really this.
You have a business problem which is completely unrealistic to solve via. vertical scaling on SQL Things in the range of 50-200k CPU hours Hadoop is good for. SQL solutions are pretty dreadful at 1000 CPU hours type workloads. BTW petabytes and exabytes. SQL is pretty good for terabytes.